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Automation Risk Analysis

Will “Lab Technician (Laboratory Technician)” be Automated?

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AI Exposure Risk

52%

“Lab Technician (Laboratory Technician)” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

49%

“Lab Technician (Laboratory Technician)” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 49% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Nanotechnology Engineering Technologists and Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Implement production processes and operate commercial-scale production equipment to produce, test, or modify materials, devices, or systems of unique molecular or macromolecular composition. Operate advanced microscopy equipment to manipulate nanoscale objects. Work under the supervision of nanoengineering staff.

Job Title & Hierarchy Code (SOC) Nanotechnology Engineering Technologists and Technicians #17-3026.01
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Data is based on the reference occupation: “Nanotechnology Engineering Technologists and Technicians”

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Core Skills & Abilities

  • Calibrate nanotechnology equipment, such as weighing, testing, or production equipment.

  • Develop or modify wet chemical or industrial laboratory experimental techniques for nanoscale use.

  • Assemble components, using techniques such as interference fitting, solvent bonding, adhesive bonding, heat sealing, or ultrasonic welding.

  • Perform functional tests of nano-enhanced assemblies, components, or systems, using equipment such as torque gauges or conductivity meters.

  • Monitor hazardous waste cleanup procedures to ensure proper application of nanocomposites or accomplishment of objectives.

  • Process nanoparticles or nanostructures, using technologies such as ultraviolet radiation, microwave energy, or catalysis.

  • Contribute written material or data for grant or patent applications.

  • Maintain accurate record or batch-record documentation of nanoproduction.

  • Assist nanoscientists or engineers in writing process specifications or documentation.

  • Repair nanotechnology processing or testing equipment or submit work orders for equipment repair.

  • Operate nanotechnology compounding, testing, processing, or production equipment in accordance with appropriate standard operating procedures, good manufacturing practices, hazardous material restrictions, or health and safety requirements.

  • Monitor equipment during operation to ensure adherence to specifications for characteristics such as pressure, temperature, or flow.

  • Measure emission of nanodust or nanoparticles during nanocomposite or other nano-scale production processes, using systems such as aerosol detection systems.

  • Implement new or enhanced methods or processes for the processing, testing, or manufacture of nanotechnology materials or products.

  • Assist nanoscientists or engineers in processing or characterizing materials according to physical or chemical properties.

  • Prepare detailed verbal or written presentations for scientists, engineers, project managers, or upper management.

  • Prepare capability data, training materials, or other documentation for transfer of processes to production.

  • Collect or compile nanotechnology research or engineering data.

  • Inspect or measure thin films of carbon nanotubes, polymers, or inorganic coatings, using a variety of techniques or analytical tools.

  • Collaborate with scientists or engineers to design or conduct experiments for the development of nanotechnology materials, components, devices, or systems.

  • Measure or mix chemicals or compounds in accordance with detailed instructions or formulas.

  • Compare the performance or environmental impact of nanomaterials by nanoparticle size, shape, or organization.

  • Maintain work area according to cleanroom or other processing standards.

  • Produce images or measurements, using tools or techniques such as atomic force microscopy, scanning electron microscopy, optical microscopy, particle size analysis, or zeta potential analysis.

  • Analyze the life cycle of nanomaterials or nano-enabled products to determine environmental impact.

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  • Auger electron microscopes
  • Oxidation furnaces
  • Rapid thermal annealers RTA
  • Contact printers
  • Chemical aprons
  • Molecular vapor deposition MVD systems
  • Spin dryers
  • Helium leak detectors
  • Respirators
  • Mask writers
  • Deionization water systems
  • Secondary ion mass spectrometers SIMS
  • Hotplates
  • Pirani gauges
  • Optical tweezers
  • Fluorescence optical microscopes
  • Photoresist dispensing systems
  • Chemical protective aprons
  • Desktop computers
  • Parallel plate reactive ion etchers RIE
  • Particle size analyzers
  • Plasma etchers
  • Ion mills
  • Scanning tunneling microscopes STM
  • Zeta potential analyzers
  • Molecular beam epitaxy MBE systems
  • Scanning probe microscopes SPM
  • Low pressure chemical vapor deposition LPCVD systems
  • Spin processors
  • Electron beam writers
  • Turbo pumps
  • Bourdon tube gauges
  • Chemical mechanical polishing CMP systems
  • Digital pattern generators
  • Wire bonders
  • Focused ion beam scanning electron microscopes FIB-SEM
  • Extreme ultraviolet EUV systems
  • Thermal evaporators
  • Focused ion beam FIB etching tools
  • Ultraviolet ozone cleaners
  • Interferometers
  • Profilometers
  • Metal-organic chemical vapor deposition MOCVD systems
  • Atomic layer deposition ALD systems
  • Photoresist spin coaters
  • Ion gauges
  • Vacuum ovens
  • Energy dispersive x-ray EDX spectroscopes
  • Photoelectron spectroscopes
  • Capacitively coupled plasma CCP reactors
  • Isolation glove boxes
  • Vacuum hotplates
  • Scanning acoustic microscopes
  • X ray diffractometers
  • Bake ovens
  • Ultrasonic cleaners
  • Infrared spectroscopes
  • Ultrasonic welding equipment
  • Optical thin film measurement systems
  • Parametric analyzers
  • Ionization gauges
  • Four-point probes
  • Contact aligners
  • Fire extinguishers
  • Transmission electron microscopes TEM
  • Eyewash stations
  • Safety goggles
  • Chemical baths
  • Plasma enhanced chemical vapor deposition PECVD systems
  • Field emission scanning electron microscopes FESEM
  • Self-contained breathing apparatus
  • Dielectric deposition tools
  • Capacitance manometers
  • Residual gas analyzers
  • Mask aligners
  • Cryogenic gloves
  • Optical profilers
  • Atomic force microscopes AFM
  • Vacuum contact printers
  • Optical compound microscopes
  • Safety showers
  • Electron beam evaporators
  • Linewidth measurement systems
  • Gowning gloves
  • Wafer substrate bonders
  • Magnetron plasma sputter reactors
  • Ellipsometers
  • Pipettes
  • Inductively coupled plasma reactive ion etchers ICP-RIE
  • Sputter coaters
  • Nanoimprint lithography NIL systems
  • Ion implanters
  • Protective gowns
  • Scanning electron microscopes SEM
  • Spectroscopic ellipsometers
  • Spectrophotometers
  • Particle counters
  • Face shields